{"id":"W3148344984","doi":"10.1016/j.hydromet.2021.105592","title":"Stirred-tank bioleaching of nickel and cobalt from pyrrhotite-rich tailings from Sudbury, Ontario","year":2021,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Bioleaching; Tailings; Pyrrhotite; Chemistry; Nickel; Cobalt; Metallurgy; Pyrite; Hydrometallurgy; Geochemistry; Mineralogy; Geology; Copper; Inorganic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001820048,0.000275779,0.0005086804,0.0001273978,0.00007469903,0.00008276119,0.0001614366,0.0001738059,0.001850464],"category_scores_gemma":[0.00007845647,0.0002760343,0.0001347322,0.0002476962,0.00005171182,0.0002476644,0.00009610171,0.0004660574,0.00008181524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009753587,"about_ca_system_score_gemma":0.00005573122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0365609,"about_ca_topic_score_gemma":0.022501,"domain_scores_codex":[0.9984873,0.00006446027,0.0004932978,0.0004071947,0.0002616863,0.0002860865],"domain_scores_gemma":[0.999137,0.0001884682,0.00009997345,0.0003651213,0.00004642378,0.0001630301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000309517,0.0001516677,0.006702086,0.00007981329,0.0007615832,0.0001207115,0.001961886,0.003655593,0.9620101,0.0003331366,0.0003338714,0.02385861],"study_design_scores_gemma":[0.004567328,0.0002246151,0.1044145,0.0008275841,0.000982626,0.0001673588,0.002498592,0.1809285,0.305322,0.004158633,0.3927557,0.003152478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866577,0.002288602,0.003432168,0.00005415251,0.000715658,0.00007499851,0.00004992641,0.0001690084,0.006557718],"genre_scores_gemma":[0.9926857,0.0002087169,0.004726959,0.00007895873,0.0001053758,0.000004116564,0.0002632938,0.00004232154,0.001884592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6566881,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185662614796593,"score_gpt":0.200974337036164,"score_spread":0.1891177108881981,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}